Datos de O3 y NOx

Column

Ozono

Column

NOx

Tabla de datos

fecha ozono nox
2020-02-01 44.37888 38.33161
2020-02-02 69.41526 20.60071
2020-02-03 50.44885 33.77373
2020-02-04 74.15087 29.25159
2020-02-05 77.02336 20.60131
2020-02-06 32.27782 32.58362
2020-02-07 56.40527 46.52753
2020-02-08 74.62095 46.07498
2020-02-09 57.57175 20.96666
2020-02-10 52.83074 22.85931
2020-02-11 77.84167 49.42564
2020-02-12 52.66671 34.79973
2020-02-13 63.87853 47.49256
2020-02-14 58.63167 28.66131
2020-02-15 35.14623 26.27330
2020-02-16 74.99125 36.36921
2020-02-17 42.30439 16.09386
2020-02-18 32.10298 32.91468
2020-02-19 46.39604 19.54904
2020-02-20 77.72518 48.49436
2020-02-21 74.47697 34.05463
2020-02-22 64.64017 30.60119
2020-02-23 62.02534 26.10293
2020-02-24 79.71349 45.20986
2020-02-25 62.78529 24.56367
2020-02-26 65.42652 21.52957
2020-02-27 57.20330 16.82581
2020-02-28 59.70710 16.88687
2020-02-29 44.45799 29.28170
2020-03-01 37.35568 20.11860
2020-03-02 78.15121 18.65019
2020-03-03 75.11495 36.97506
2020-03-04 64.53526 11.90655
2020-03-05 69.77337 38.03412
2020-03-06 31.23068 24.07555
2020-03-07 53.88980 26.35776
2020-03-08 67.92298 42.83805
2020-03-09 40.82040 46.75429
2020-03-10 45.90905 21.30113
2020-03-11 41.58129 48.44419
2020-03-12 37.14000 39.13578
2020-03-13 50.72732 37.45500
2020-03-14 50.68622 12.11376
2020-03-15 48.44227 25.80881
2020-03-16 37.62224 29.11382
2020-03-17 36.94030 32.41013
2020-03-18 41.65170 37.93046
2020-03-19 53.29812 46.62734
2020-03-20 43.29863 34.73405
2020-03-21 72.89139 27.13686
2020-03-22 32.29156 31.68321
2020-03-23 52.11000 12.33914
2020-03-24 69.94624 20.43427
2020-03-25 36.09496 25.88608
2020-03-26 58.04740 17.90979
2020-03-27 40.32657 43.27710
2020-03-28 36.37658 16.11549
2020-03-29 67.66539 42.13674
2020-03-30 74.75227 31.87305
2020-03-31 48.72314 36.49271
2020-04-01 63.25576 16.86794
2020-04-02 34.74203 35.32221
2020-04-03 49.19848 22.47479
2020-04-04 43.71918 38.98217
2020-04-05 70.73200 25.95759
2020-04-06 52.42582 48.77426
2020-04-07 70.50322 48.69593
2020-04-08 70.61948 39.06810
2020-04-09 69.71712 20.28867
2020-04-10 51.99158 18.87152
2020-04-11 67.72376 33.72183
2020-04-12 61.46106 20.70086
2020-04-13 65.50912 31.24282
2020-04-14 30.03124 41.41167
2020-04-15 53.76583 16.72243
2020-04-16 41.00594 26.17597
2020-04-17 48.99083 28.86305
2020-04-18 60.63855 44.72427
2020-04-19 47.58990 47.02832
2020-04-20 35.55677 45.27910
2020-04-21 42.18097 36.96747
2020-04-22 63.40278 48.00668
2020-04-23 50.88234 30.65780
2020-04-24 69.40979 33.06076
2020-04-25 35.14323 23.45325
2020-04-26 51.74464 23.89299
2020-04-27 79.24785 10.80097
2020-04-28 74.65256 30.11252
2020-04-29 74.32345 44.84174
2020-04-30 38.75263 10.25203
2020-05-01 36.53478 12.88228
2020-05-02 62.65510 16.56845
2020-05-03 47.17582 40.81336
2020-05-04 62.83791 39.40737
2020-05-05 46.01866 48.87503
2020-05-06 39.38456 28.65890
2020-05-07 69.11472 12.97538
2020-05-08 34.67975 35.95273
2020-05-09 53.33895 40.34373
2020-05-10 55.57527 15.48424
2020-05-11 59.99945 25.86338
2020-05-12 46.64118 18.99941
2020-05-13 54.43065 12.31834
2020-05-14 77.72369 25.83571
2020-05-15 54.14512 12.59713
2020-05-16 74.51751 19.03546
2020-05-17 75.72191 12.18516
2020-05-18 60.43675 36.81128
2020-05-19 50.53449 21.90967
2020-05-20 37.35473 14.02886
2020-05-21 76.76499 12.87616
2020-05-22 45.06144 45.21762
2020-05-23 33.03603 40.16990
2020-05-24 77.38635 42.66424
2020-05-25 66.02981 49.28561
2020-05-26 37.11471 14.14399
2020-05-27 57.46423 13.96167
2020-05-28 77.70456 41.95326
2020-05-29 59.27417 41.38301
2020-05-30 50.22551 10.37720
2020-05-31 62.39467 41.16264
2020-06-01 45.99103 39.17563
2020-06-02 45.38600 35.20527
2020-06-03 40.98838 29.23643
2020-06-04 48.47444 16.26547
2020-06-05 79.21096 10.32862
2020-06-06 37.71012 28.09834
2020-06-07 34.55220 29.69173
2020-06-08 37.09535 25.58348
2020-06-09 64.50036 28.58664
2020-06-10 60.96282 38.53116
2020-06-11 74.56971 12.21208
2020-06-12 63.64995 24.19132
2020-06-13 66.85389 42.11249
2020-06-14 56.05679 43.42835
2020-06-15 62.99192 19.50998
2020-06-16 71.09027 24.15944
2020-06-17 69.31408 44.27542
2020-06-18 78.99110 44.15053
2020-06-19 51.97158 21.83582
2020-06-20 45.58511 15.88193
2020-06-21 50.47375 38.15968
2020-06-22 30.52336 14.15227
2020-06-23 39.19248 11.34911
2020-06-24 72.13647 49.97618
2020-06-25 41.55809 11.39499
2020-06-26 41.95500 23.53565
2020-06-27 33.83456 46.60255
2020-06-28 42.28618 34.68941
2020-06-29 66.60676 21.45141
2020-06-30 72.37266 39.51190
2020-07-01 54.87636 43.36217
2020-07-02 49.39545 22.57083
2020-07-03 42.32245 29.70266
2020-07-04 35.55482 37.89495
2020-07-05 49.49972 35.65849
2020-07-06 58.59677 35.75692
2020-07-07 40.84464 49.11414
2020-07-08 52.23840 26.58941
2020-07-09 40.89953 14.77619
2020-07-10 55.11498 31.04119
2020-07-11 47.69523 19.00293
2020-07-12 62.49926 29.45647
2020-07-13 48.73570 24.80859
2020-07-14 47.77227 49.33401
2020-07-15 56.68440 25.53276
2020-07-16 67.01672 19.16979
2020-07-17 41.05515 34.93190
2020-07-18 50.63731 15.46161
2020-07-19 43.28433 48.69878
2020-07-20 61.49865 30.60287
2020-07-21 39.19142 16.52281
2020-07-22 73.18221 34.87609
2020-07-23 67.32840 49.43817
2020-07-24 63.41423 36.75086
2020-07-25 60.90089 26.75664
2020-07-26 48.61190 22.93380
2020-07-27 56.49178 43.41021
2020-07-28 73.73412 15.75268
2020-07-29 59.08751 17.71264
2020-07-30 71.98839 45.86955
2020-07-31 45.62241 22.32478

Regresión lineal

Column

Gráfica de regresión

Column

Resumen del modelo

Call:
lm(formula = nox ~ ozono, data = datos)

Residuals:
     Min       1Q   Median       3Q      Max 
-20.8514 -10.2020  -0.2173   9.5494  19.9840 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept) 26.94781    3.54160   7.609 1.49e-12 ***
ozono        0.05343    0.06241   0.856    0.393    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 11.58 on 180 degrees of freedom
Multiple R-squared:  0.004055,  Adjusted R-squared:  -0.001478 
F-statistic: 0.7328 on 1 and 180 DF,  p-value: 0.3931

Datos de Calidad del aire

El ozono (O3) es una molécula compuesta por tres átomos de oxígeno. Es un gas incoloro e inestable que se encuentra en la atmósfera terrestre. A nivel del suelo, el ozono es considerado un contaminante peligroso para la salud humana y el medio ambiente.

Los óxidos de nitrógeno (NOx) son un grupo de gases compuestos por óxido nítrico (NO) y dióxido de nitrógeno (NO2). Estos gases son producidos principalmente por la combustión de combustibles fósiles en vehículos y plantas industriales. Los NOx son contaminantes peligrosos para la salud humana y el medio ambiente.

Ubicación de la estación de calidad del aire de la cual se tomaron los datos: